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Family: HealthcareLOW EXPOSUREREPORT ID #3095UPDATED MAY 2026METHODOLOGY V2.6

Occupational Therapist.

Occupational therapists work at the intersection of physical, cognitive, and environmental intervention — hands-on, adaptive, and deeply personalised in ways that AI cannot replicate.

EXPOSURE
24%
task-level score
RESILIENCE
91
durable index
MEDIAN PAY
$92k
$68k – $124k
10Y GROWTH
+12%
Much faster than avg
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// EXPOSURE
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Occupational Therapists
THE TASK-LEVEL VERDICT
DOCUMENT-ANALYSIS
RESEARCH-SYNTHESIS
Research brief · long-form analysis

Why occupational therapists score 24% AI exposure.

Occupational Therapists have a 24% AI exposure score, placing the role in the low exposure band. This score should be read as a workflow-change indicator, not as a direct prediction that 24% of jobs will disappear. It reflects the share of time-weighted work that current AI systems can plausibly assist, accelerate, or partially substitute. For this occupation, the important story is the split between tasks that can be produced from known patterns and tasks that still depend on judgment, accountability, trust, physical context, or complex human coordination.

WORKERS TRACKED
148k
BLS labor market input
TASK SAMPLE
6
canonical activities
METHODOLOGY
v2.6
TaskExposed index
LAST UPDATED
May 2026
visible freshness signal
01 · Exposure drivers

Why occupational therapists are exposed

The role receives limited and mostly assistive exposure because a significant part of the task mix can be described in language, checked against existing examples, or completed through repeatable digital workflows. The most exposed activities include write treatment plans and progress notes, research adaptive techniques and equipment. These tasks are attractive targets for AI because they have clear inputs, repeatable outputs, and fast feedback loops. When a model can draft, summarize, classify, calculate, review, or generate a useful starting point, the amount of human time required for that work falls sharply. That does not eliminate the profession, but it does change what productive work looks like. Current AI systems are strongest in the 26% of task time that is substitutable or assistive. For occupational therapists, the clearest near-term gains are around write treatment plans and progress notes, research adaptive techniques and equipment. In practice, this means workers are less likely to start from a blank page and more likely to review, direct, correct, and integrate machine-generated output. The productivity gain can be substantial, but the quality of the result still depends on the human's ability to provide context, verify details, notice edge cases, and decide whether the output is appropriate for the specific situation.

02 · Current AI capability

What AI can already assist

The role receives limited and mostly assistive exposure because a significant part of the task mix can be described in language, checked against existing examples, or completed through repeatable digital workflows. The most exposed activities include write treatment plans and progress notes, research adaptive techniques and equipment. These tasks are attractive targets for AI because they have clear inputs, repeatable outputs, and fast feedback loops. When a model can draft, summarize, classify, calculate, review, or generate a useful starting point, the amount of human time required for that work falls sharply. That does not eliminate the profession, but it does change what productive work looks like. Current AI systems are strongest in the 26% of task time that is substitutable or assistive. For occupational therapists, the clearest near-term gains are around write treatment plans and progress notes, research adaptive techniques and equipment. In practice, this means workers are less likely to start from a blank page and more likely to review, direct, correct, and integrate machine-generated output. The productivity gain can be substantial, but the quality of the result still depends on the human's ability to provide context, verify details, notice edge cases, and decide whether the output is appropriate for the specific situation.

03 · Human-critical work

What remains difficult to automate

The most resilient parts of the occupation are the 74% of task time classified as human-critical. For this role, the strongest human-dependent areas are deliver hands-on therapy interventions, adapt home and work environments, assess patient functional abilities, coordinate with care teams and families. These activities are harder to automate because the correct answer is often ambiguous, socially sensitive, site-specific, regulated, relationship-based, or dependent on consequences that an AI system cannot own. They are also the parts of the role where experience compounds: people who can interpret unclear situations, negotiate trade-offs, take responsibility, and communicate with credibility remain valuable even as AI tools improve.

04 · Career outlook

The future outlook for occupational therapists

The future of occupational therapist work is likely to be shaped by AI adoption rather than simple replacement. The occupation currently shows strong employment growth, with a reported median pay of $92k and a 10-year growth estimate of 12%. The practical implication is that routine production becomes faster and cheaper, while the premium shifts toward judgment, domain expertise, communication, and ownership of complex outcomes. Workers who ignore AI may become less competitive, but workers who use AI to absorb routine work can move closer to the higher-value parts of the occupation.

05 · Practical strategy

How to stay resilient

To stay resilient, occupational therapists should build skill in the areas represented by the lowest-exposure tasks: deliver hands-on therapy interventions, adapt home and work environments, assess patient functional abilities. They should also become fluent in AI-assisted workflows for the most exposed tasks, so they can supervise output rather than compete with it manually. Adjacent paths worth exploring include Physical Therapist, Speech Therapist, Rehabilitation Specialist, especially when those paths move the worker closer to decision-making, strategy, client trust, systems ownership, regulated accountability, or hands-on work that cannot be reduced to text generation.

MOST EXPOSED
    BEST FOR COPILOTS
    • Write treatment plans and progress notes (68%)
    • Research adaptive techniques and equipment (62%)
    MOST RESILIENT
    • Deliver hands-on therapy interventions (6%)
    • Adapt home and work environments (12%)
    • Assess patient functional abilities (14%)
    • Coordinate with care teams and families (18%)
    Research note: This page uses the TaskExposed task-level methodology, O*NET occupational tasks, BLS labor-market inputs, and the current capability matrix. Scores estimate exposure to task assistance or substitution, not guaranteed job loss. See the methodology page for details.
    Where the score comes from

    Time spent, weighted by AI capability.

    Distribution by class
    0%
    26%
    74%
    AI-Substitutable
    AI-Assisted
    Human-Critical
    Task breakdown
    All 6 canonical tasks
    Task Exposure ClassificationTime share
    01Write treatment plans and progress notes
    68%
    AI-Assisted16%
    02Research adaptive techniques and equipment
    62%
    AI-Assisted10%
    03Coordinate with care teams and families
    18%
    Human-Critical10%
    04Assess patient functional abilities
    14%
    Human-Critical24%
    05Adapt home and work environments
    12%
    Human-Critical14%
    06Deliver hands-on therapy interventions
    6%
    Human-Critical26%
    Task profile · radar
    Where the work concentrates.
    COGNITIVE72CREATIVE62MANUAL88SOCIAL91PROCEDURAL74JUDGEMENT86
    Procedural and Cognitive tasks dominate this role — both highly model-addressable. Social and Judgement axes are smaller but more resilient.
    Capability creep · 8 years
    Exposure climbed 20pp since 2018.
    '18'20'22'24'26
    Editorial signals

    What the data is telling us.

    INSIGHT · 01
    EXPOSURE SIGNAL
    Documentation is the primary AI application — note generation tools reduce admin burden for OTs, who often spend 30%+ of their time on paperwork.
    INSIGHT · 02
    AUGMENTATION SIGNAL
    Adaptive equipment research and treatment protocol lookup benefit from AI synthesis, keeping practitioners up-to-date with best practices.
    INSIGHT · 03
    RESILIENCE SIGNAL
    Functional assessment, hands-on therapy, and environmental modification require physical presence and adaptive creativity. Growing demand driven by aging populations.
    Community pulse
    Has AI already changed your work?
    12,408 occupational therapists responded in the last 30 days.
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    Preview
    Occupational Therapist
    24%
    AI-Exposed
    76% remain human-critical
    TASKEXPOSED.COM/JOBS/OCCUPATIONAL-THERAPISTRESEARCH BRIEF · MAY 2026
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    FAQ

    Common questions about Occupational Therapist AI exposure.

    What is the AI exposure score for Occupational Therapists?

    Occupational Therapists have an overall AI exposure score of 24%, placing the role in the low exposure category. The score reflects time-weighted task exposure, not a direct prediction of job losses.

    Will AI replace Occupational Therapists?

    AI is unlikely to fully replace Occupational Therapists in the near term. Around 74% of the role's task mix is classified as human-critical, including deliver hands-on therapy interventions, adapt home and work environments, assess patient functional abilities. AI is more likely to change workflows, reduce routine work, and increase the value of judgment-heavy responsibilities.

    Which occupational therapist tasks are most exposed to AI?

    The most exposed tasks include write treatment plans and progress notes, research adaptive techniques and equipment. These activities are easier for AI to assist because they usually have clearer inputs, repeatable patterns, and outputs that can be reviewed by a human.

    How can occupational therapists reduce AI career risk?

    Occupational Therapists can reduce risk by using AI for routine work while deliberately moving toward deliver hands-on therapy interventions, adapt home and work environments, assess patient functional abilities. Building domain expertise, communication skill, accountability, and the ability to make decisions under uncertainty is more durable than competing with AI on repetitive production tasks.